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Daniel P W Ellis
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CNN architectures for large-scale audio classification
S Hershey, S Chaudhuri, DPW Ellis, JF Gemmeke, A Jansen, RC Moore, ...
2017 ieee international conference on acoustics, speech and signal …, 2017
17352017
Audio set: An ontology and human-labeled dataset for audio events
JF Gemmeke, DPW Ellis, D Freedman, A Jansen, W Lawrence, RC Moore, ...
2017 IEEE international conference on acoustics, speech and signal …, 2017
16512017
librosa: Audio and music signal analysis in python
B McFee, C Raffel, D Liang, DP Ellis, M McVicar, E Battenberg, O Nieto
Proceedings of the 14th python in science conference 8, 18-25, 2015
16402015
The million song dataset
T Bertin-Mahieux, DPW Ellis, B Whitman, P Lamere
14362011
Speech and audio signal processing: processing and perception of speech and music
B Gold, N Morgan, D Ellis
John Wiley & Sons, 2011
12622011
Tandem connectionist feature extraction for conventional HMM systems
H Hermansky, DPW Ellis, S Sharma
2000 IEEE international conference on acoustics, speech, and signal …, 2000
9702000
The ICSI meeting corpus
A Janin, D Baron, J Edwards, D Ellis, D Gelbart, N Morgan, B Peskin, ...
2003 IEEE International Conference on Acoustics, Speech, and Signal …, 2003
7702003
Beat tracking by dynamic programming
DPW Ellis
Journal of New Music Research 36 (1), 51-60, 2007
5822007
Prediction-driven computational auditory scene analysis
DPW Ellis
Columbia University, 1996
5251996
Identifying cover songs with chroma features and dynamic programming beat tracking
DPW Ellis, GE Poliner
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE …, 2007
5192007
A large-scale evaluation of acoustic and subjective music-similarity measures
A Berenzweig, B Logan, DPW Ellis, B Whitman
Computer Music Journal, 63-76, 2004
4982004
Chord segmentation and recognition using EM-trained hidden Markov models
A Sheh, DPW Ellis
4512003
Song-level features and support vector machines for music classification
MI Mandel, DPW Ellis
4272005
mir_eval: A transparent implementation of common MIR metrics
C Raffel, B McFee, EJ Humphrey, J Salamon, O Nieto, D Liang, DPW Ellis, ...
In Proceedings of the 15th International Society for Music Information …, 2014
4082014
Model-based expectation-maximization source separation and localization
MI Mandel, RJ Weiss, DPW Ellis
IEEE Transactions on Audio, Speech, and Language Processing 18 (2), 382-394, 2009
3402009
Consumer video understanding: A benchmark database and an evaluation of human and machine performance
YG Jiang, G Ye, SF Chang, D Ellis, AC Loui
Proceedings of the 1st ACM International Conference on Multimedia Retrieval, 1-8, 2011
3342011
A discriminative model for polyphonic piano transcription
GE Poliner, DPW Ellis
EURASIP Journal on Advances in Signal Processing 2007, 1-9, 2006
3292006
Signal processing for music analysis
M Muller, DPW Ellis, A Klapuri, G Richard
IEEE Journal of selected topics in signal processing 5 (6), 1088-1110, 2011
3222011
Feed-forward networks with attention can solve some long-term memory problems
C Raffel, DPW Ellis
arXiv preprint arXiv:1512.08756, 2015
2832015
Melody transcription from music audio: Approaches and evaluation
GE Poliner, DPW Ellis, AF Ehmann, E Gómez, S Streich, B Ong
IEEE Transactions on Audio, Speech, and Language Processing 15 (4), 1247-1256, 2007
2662007
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